Wrangle — AI Sourcing & Outbound Recruiting Platform
Wrangle
Wrangle lets you source in natural language, engage candidates at scale, and interview with intelligence — one AI-native platform for recruiting teams.
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Last probed Nov 3, 2026 · wrangle.ai
40tools discovered
For AI agents — MCPBundles Directory API
For MCP client apps (human connect):
MCP connect URL: https://wrangle.ai/api/mcp
Skill page: https://www.mcpbundles.com/skills/wrangle-mcp-4cd903e670
Explore capabilities (40)
read 17
write 8
Showing 25 of 40
Showing 25 of 40 tools from the public preview. Connect the server to inspect the full live tool list.
Get10
List5
Create2
Other capabilities8
Search Profiles
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COST: Uses Wrangle credits. Search the Wrangle professional database by role, skills, location, company, or industry. Defaults to normal mode and returns the fixed slim person projection with compact education evidence and up to three recent roles (company, title, dates, and current-role status) when available. For a hard school requirement, verify the returned entries and treat missing or nonmatching education as unverified rather than inferring a match from rank or headline. Use get_person for
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Search Profiles — COST: Uses Wrangle credits. Search the Wrangle professional database by role, skills, location, company, or industry. Defaults to normal mode and returns the fixed slim person projection with compact education evidence and up to three recent roles (company, title, dates, and current-role status) when available. For a hard school requirement, verify the returned entries and treat missing or nonmatching education as unverified rather than inferring a match from rank or headline. Use get_person for
Get Slim Profile — COST: Free (0 Wrangle credits). Get the fixed slim person projection, including compact education and up to three recent roles when available, for a specific profile ID. Use get_person for full experience, skills, education descriptions, and company context.
List Collections — COST: Free (0 Wrangle credits). List saved collections in Wrangle. Collections organize profiles by project or search.
Get Collection — COST: 5 Wrangle credits per call. Failed calls are refunded. ACCESS: Requires a paid plan or billing exemption; trial credits alone do not unlock workspace polling. Canonical collection detail read. Pass collectionId (plus ownerId for a teammate project-shared collection) or a connectorId from list_collections/poll_collections. Returns up to 100 members ordered by addedAt descending with candidateId as the deterministic tie-breaker. The response cursor is the final person's personId; pass it bac
Get Account — COST: Free (0 Wrangle credits). Show which Wrangle account and workspace this connection is attached to, including the active organization name resolved from Clerk when connected, the name and orgId of every organization account-wide reads can span, its access level, connections, available outreach merge variables, a current credit snapshot (usage by endpoint, credits remaining), and the recommended recruiting quickstart. Start here before searching, reporting, or drafting outreach.
Get Mailboxes — COST: Free (0 Wrangle credits). List active email sending identities you may use: your connected Google and Microsoft primary/additional mailboxes or aliases, plus mailboxes explicitly shared with the connected workspace. Returns each email address, provider, ownerUserId, isShared, and the default mailbox a new outreach sequence will use. Call this before drafting outreach, and pass a listed address to update_outreach senderEmails when a different sender is required. Shared senders require the s
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What is the Wrangle — AI Sourcing & Outbound Recruiting Platform MCP server?
Wrangle lets you source in natural language, engage candidates at scale, and interview with intelligence — one AI-native platform for recruiting teams.
How do I connect Wrangle — AI Sourcing & Outbound Recruiting Platform to my AI agent?
Use the MCP endpoint listed on this page in your MCP client configuration. One-click install pills support Claude, Cursor, VS Code, and other hosts. Copy the remote MCP URL if your client needs a manual entry.
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Get LinkedIn Identity — COST: Free (0 Wrangle credits). Check the LinkedIn sending identity and session attached to this Wrangle account. Returns the normalized profile identity when usable. If the LinkedIn token is missing, expired, challenged, stale, or otherwise unusable, instruct the user to log back into the Wrangle extension while signed into the intended LinkedIn account, then call this tool again. Call before drafting or enabling outreach with LinkedIn steps. Never returns LinkedIn cookies or tokens.
List Projects — COST: Free (0 Wrangle credits). List Wrangle projects in one workspace. Defaults to the workspace bound to this MCP connection; pass workspaceId from get_account.organizations to select another workspace where the authenticated account is still a live member. Returns slim rows with a projectId for get_project, plus collection/sequence counts.
Get Project — COST: Free (0 Wrangle credits). Get one project with its linked collections (ids + candidate counts) and outreach sequences (ids + stats). Use the returned collectionId / sequenceId values with get_collection and get_outreach.
Create Project — COST: Free (0 Wrangle credits). Create a Wrangle project in the currently connected workspace. accessLevel is required so the caller must explicitly choose private or organization-wide visibility; shared projects require a verified active organization. The authenticated account becomes the owner, and organization context is derived server-side. Returns the projectId for create_collection, move_collection_to_project, and create_outreach. Pass an idempotencyKey to make retries safe.
List Collections — COST: Free (0 Wrangle credits). Account-wide bounded list, newest first: return one page of candidate collections across EVERY organization this account belongs to, plus owned collections and teammates’ collections shared through readable projects. This is not limited to the currently connected workspace. Returns collectionId, people_search connectorId, ownerId, candidateCount, UTC timestamps, and project linkage for get_collection / add_to_collection; exact total is intentionally omitted so a p
List Outreach — COST: Free (0 Wrangle credits). Account-wide metadata-only list: return outreach sequences across EVERY organization this account belongs to, plus every sequence it personally owns. This is not limited to the currently connected workspace. It does not read recipients, scheduled actions, events, or live performance. Pass exactly one sequenceId to get_outreach (or poll_sequence_detail on workspace credentials) when full detail is needed. projectId is the containing Wrangle project, or null when th
Get Outreach — COST: Sequence metadata and copy are free. Requests for performance, recipients, actions, events, replies, or recipient timelines cost 5 Wrangle credits per call; failed calls are refunded. ACCESS: Those live-detail polling sections require a paid plan or billing exemption; trial credits alone do not unlock them. Get one outreach sequence. The bounded sequence-document overview and stored step copy are free. Requests for performance, recipients, actions, events, replies, or recipient timelines c
List Agents — COST: Free (0 Wrangle credits). List this account’s Wrangle agent threads (sourcing agents), newest first: agentId, name, run status, standing goal, and whether a run is active. Use get_agent for one thread’s detail, start_agent to kick off work.
Get Agent — COST: Free (0 Wrangle credits). Get one agent thread’s status: run phase, standing goal, last error, any question the agent is waiting on, and its schedule. Latest output inspection is bounded to the 40 most recent canonical transcript messages. Poll this after start_agent to track progress.
Get Agent Start Request — COST: Free (0 Wrangle credits). Get admission status for a start_agent request by taskId: agentId, executionStatus, runId, startAttempts, timing, lastErrorCode, lastError, and retryable. One-off status completed means a workflow was durably admitted; poll get_agent for its outcome. Preparation failures retry; uncertain starts pause to prevent duplicate work.
Enrich Full Profile — COST: Uses Wrangle credits. Enrich one full profile from the Wrangle database by personId (from search results or collection members) or by LinkedIn URL. Returns skills, education, experience, and bounded company timeseries/context on the 3 most recent experiences. Profile enrichment costs 0.25 credits per returned profile with a 5-credit minimum per call, so a one-profile call costs 5 credits.
List Job Applications — COST: Free (0 Wrangle credits). List applications submitted to this account’s hosted Wrangle job postings, newest first. Each row includes the applicant’s name, email, LinkedIn URL, personId/candidateId when known, the job applied to, status, resume link, and submittedAt (ISO datetime). Filter with jobId to scope to one job posting and/or submittedAfter to pull only people who applied after a date. Owner-only: returns applications for jobs this account owns.
Create Collection — COST: Free (0 Wrangle credits). Create a new candidate collection in this Wrangle account, optionally linked to a project you can write to. Returns the collectionId for add_to_collection. You can pick the icon and color the collection shows with in Wrangle. Pass an idempotencyKey to make retries safe.
Rename Collection — COST: Free (0 Wrangle credits). Rename an existing collection you own or can edit through a shared project. Preserves its members and sharing. Use collectionId and, for a teammate’s collection, ownerId from list_collections. Optional expectedCurrentName prevents overwriting a concurrent rename; retrying the same newName is safe.
Move Collection to Project — COST: Free (0 Wrangle credits). Move an existing collection you own into a project you can write to. This also attaches an unassigned collection. The collection and all known reverse project links are updated atomically, removing the old project link; project membership or collection edit access alone cannot move somebody else’s collection. Use collectionId from list_collections and projectId from list_projects.
Add To Collection — COST: 1 Wrangle credit per successful collection write (up to 100 people), plus the resolve_people tariff for distinct raw LinkedIn URLs that resolve. Known personId writes do not incur identity-resolution credits; unresolved raw URLs are refunded. Add people to an existing collection by Wrangle personId or LinkedIn URL. Known personId writes cost 1 flat collection-write credit per successful call for up to 100 people. Distinct raw LinkedIn URLs that resolve also incur the resolve_people tariff
Remove From Collection — COST: Free (0 Wrangle credits). Remove people from one specific collection. candidateId is globally stable for a person and can therefore repeat across collections; collectionId is always required and scopes the removal to exactly that collection. Pass candidateId for one person or candidateIds for a batch. Legacy personIds remain accepted. Profiles and membership in other collections are unchanged.
Update Collection Rows — COST: Free (0 Wrangle credits). Update custom-column cells on existing collection rows. Call get_collection first to read its personIds, custom columnIds, and current columnValues. Pass one collectionId and up to 300 changes; each change identifies the row by its Wrangle personId and supplies a custom columnId plus a typed value. Use null to clear a cell. The column must already exist on the collection; built-in profile/system columns are deliberately not editable here. The full validated batch
Update Candidate Stage and Note — COST: Free (0 Wrangle credits). Update a person in /candidates by candidateId from get_collection (not personId), choose a stage from the Wrangle stage menu, and append a plain-text note of up to 10,000 characters. Stages: Sourced, Contacted, Replied, Passed screen, Failed screen, Interviewing, Offer, Hired, Rejected. Use Passed screen for successful screening and Failed screen for failed screening. Pass an empty note for a stage-only update. Non-empty notes append to the connected workspace’s e
Showing the first 25 tools — full list and schemas: Directory API.
How many tools does Wrangle — AI Sourcing & Outbound Recruiting Platform provide?
MCPBundles probed 40 tools on the live server. The tool list on this page reflects what was discovered at the last refresh — connect your client to see the full set available to your session.
What authentication does Wrangle — AI Sourcing & Outbound Recruiting Platform require?
Wrangle — AI Sourcing & Outbound Recruiting Platform may require signing in to the provider before tools can run. Connect through MCPBundles or your MCP client and complete any provider login when prompted.
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